Title :
Generalized predictive control using fuzzy neural network model
Author :
Kim, Jong-Hwan ; Jeon, Jeong-Yeol ; Yang, Jeong-Min ; Chae, Hong-Kook
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Taejon, South Korea
fDate :
27 Jun-2 Jul 1994
Abstract :
This paper presents a generalized predictive control using fuzzy neural network (FNN) modeling for nonlinear systems. FNN identifies the fuzzy model of a nonlinear system, and this model is used in the design of the generalized predictive controller. The effectiveness of the scheme is demonstrated by computer simulations
Keywords :
control system synthesis; fuzzy neural nets; intelligent control; neurocontrollers; nonlinear control systems; predictive control; fuzzy neural network model; generalized predictive control; intelligent control; neural control; nonlinear systems; Control systems; Fuzzy control; Fuzzy neural networks; Fuzzy reasoning; Fuzzy systems; Neural networks; Nonlinear systems; Open loop systems; Predictive control; Predictive models;
Conference_Titel :
Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994 IEEE International Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-1901-X
DOI :
10.1109/ICNN.1994.374630
